Cyprien Hoelzl

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 5

Top Topics

Financial Investment

Decision Making

Reinforcement Learning

Expert Knowledge

Top Venues

Reliab. Eng. Syst. Saf.

Publications

Giacomo Arcieri, Cyprien Hoelzl, Oliver Schwery, Daniel Straub, Konstantinos G. Papakonstantinou, Eleni N. Chatzi
POMDP inference and robust solution via deep reinforcement learning: An application to railway optimal maintenance. CoRR (2023)
Giacomo Arcieri, Cyprien Hoelzl, Oliver Schwery, Daniel Straub, Konstantinos G. Papakonstantinou, Eleni N. Chatzi
Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems. Reliab. Eng. Syst. Saf. 239 (2023)
Cyprien Hoelzl, Giacomo Arcieri, Lucian Ancu, Stanislaw Banaszak, Aurelia Kollros, Vasilis K. Dertimanis, Eleni N. Chatzi
Fusing Expert Knowledge with Monitoring Data for Condition Assessment of Railway Welds. Sensors 23 (5) (2023)
Giacomo Arcieri, Cyprien Hoelzl, Oliver Schwery, Daniel Straub, Konstantinos G. Papakonstantinou, Eleni N. Chatzi
Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems. CoRR (2022)
Braulio Barahona, Cyprien Hoelzl, Eleni N. Chatzi
Applying design knowledge and machine learning to scada data for classification of wind turbine operating regimes. SSCI (2017)